Validating automated eye disease screening AI algorithm in community and in-hospital scenarios

• Main Authors: Ruoan Han (Author), Gangwei Cheng (Author), Bilei Zhang (Author), Jingyuan Yang (Author), Mingzhen Yuan (Author), Dalu Yang (Author), Junde Wu (Author), Junwei Liu (Author), Chan Zhao (Author), Youxin Chen (Author), Yanwu Xu (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-07-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Purpose:To assess the accuracy and robustness of the AI algorithm for detecting referable diabetic retinopathy (RDR), referable macular diseases (RMD), and glaucoma suspect (GCS) from fundus images in community and in-hospital screening scenarios.MethodsWe collected two color fundus image datasets,...